156 citations · 188 across the 2 of their papers we have counts for
3 papers
cs.CL2023
Transfer Learning for Structured Pruning under Limited Task Data
Lucio Dery, David Grangier, Awni Hannun
Large, pre-trained models are problematic to use in resource constrained applications. Fortunately, task-aware structured pruning methods offer a solution. These approaches reduce…
cs.CL2016★ 32 cited
An End-to-End Architecture for Keyword Spotting and Voice Activity Detection
Chris Lengerich, Awni Hannun
We propose a single neural network architecture for two tasks: on-line keyword spotting and voice activity detection. We develop novel inference algorithms for an end-to-end Recurr…
cs.CL2014★ 156 cited
First-Pass Large Vocabulary Continuous Speech Recognition using Bi-Directional Recurrent DNNs
Awni Y. Hannun, Andrew L. Maas, Daniel Jurafsky +1
We present a method to perform first-pass large vocabulary continuous speech recognition using only a neural network and language model. Deep neural network acoustic models are now…